Michael Emmerich

Universitair hoofddocent

kunstmatige intelligentie (ai)

Naam: Dr. M.T.M. Emmerich
Telefoon: +31 71 527 7094
E-mail: m.t.m.emmerich@liacs.leidenuniv.nl
ORCID iD: 0000-0002-7342-2090

Meer informatie over Michael Emmerich

Promovendi

Nieuws

23 november 2020 BNAIC/Benelearn conferentie groot succes
19 mei 2020 Efficiëntere geneesmiddelenontwikkeling met hulp van computermodellen
08 april 2020 Hora Est via de computer: zo verliep de eerste volledig digitale promotie in Leiden
04 februari 2020 NWO-subsidie voor slim computerprogramma dat speurt naar nieuwe medicijnen
25 april 2019 LIACS onderdeel van Horizon 2020 project over social media analytics
17 december 2018 Informatici uit Leiden en Eindhoven optimaliseren gebouwontwerpen
23 februari 2017 Studium Generale-reeks over complexe netwerken afgetrapt
02 oktober 2016 Multiple-criteria landscapes with valleys and hills
08 september 2016 Algorithms help improve building design
13 juni 2016 13th LCDS meeting: combining data science and drug discovery

Oud-promovendi

Voor meer informatie zie mijn persoonlijke webpagina.

Universitair hoofddocent

Wiskunde en Natuurwetenschappen
Leiden Inst. Advanced Computer Sciences

Werkadres

Snellius
Niels Bohrweg 1
2333 CA Leiden
Kamernummer 161

Contact

Boonstra S., Blom K. van der, Hofmeyer H. & Emmerich M.T.M. (2021), Hybridization of an evolutionary algorithm and simulations of co-evolutionary design processes for early-stage building spatial design optimization, Automation in Construction 124: 103522. 'refereed' artikel in een tijdschrift
Emmerich M.T.M., Nibbeling J., Kefalas M. & Plaat A. (2020), Multiple Node Immunisation for Preventing Epidemics on Networks by Exact Multiobjective Optimisation of Cost and Shield-Value nr. 2010.06488. NY: Cornell University. rapport
Wang Y., Deutz A.H., Emmerich M.T.M. & Bäck T.H.W. (2020), Improving Many-Objective Evolutionary Algorithms by Means of Edge-Rotated Cones . In: Bäck, T.H.W.; Preuss, M.; Deutz A.H.; Wang, H.; Doerr, C.; Emmerich, M.T.M. (red.) Parallel Problem Solving from Nature – PPSN XVI, proceedings Part II. nr. LNCS 12270 Cham: Springer Nature Switzerland AG. 313-326. 'refereed' congresbijdrage
Wang H., Emmerich M.T.M., Preuss M. & Plaat A. (2020), Alternative Loss Functions in AlphaZero-like Self-play. In: 2019 IEEE Symposium Series on Computational Intelligence (SSCI).: IEEE. 155-162. 'refereed' congresbijdrage
Boonstra S., Blom K. van der, Hofmeyer H. & Emmerich M.T.M. (2020), Conceptual structural system layouts via design response grammars and evolutionary algorithms, Automation in Construction 116: 103009. 'refereed' artikel in een tijdschrift
Hernández V.A., Schütze O., Wang H., Deutz A.H. & Emmerich M.T.M. (2020), The Set-Based Hypervolume Newton Method for Bi-Objective Optimization, IEEE Transactions on Cybernetics 50(5): 2186-2196. 'refereed' artikel in een tijdschrift
Wang H., Emmerich M.T.M. & Plaat A. (2019), Assessing the Potential of Classical Q-learning in General Game Playing. In: Atzmueller M., Duivesteijn W. (red.) Artificial Intelligence. nr. volume 1021 Cham: Springer. 138-150. 'refereed' congresbijdrage
Stein B. van, Wang H., Kowalczyk W.J., Emmerich M.T.M. & Bäck T.H.W. (2019), Cluster-based Kriging approximation algorithms for complexity reduction, Applied Intelligence . 'refereed' artikel in een tijdschrift
Ribeiro de Almeida L., Emmerich M.T.M., da Silva Soares A. & Woerle de Lima T. (2020), On Sharing Information Between Sub-populations in MOEA/S. In: Bäck, T.M.T.; Preuss, M.; Deutz, A.; Wang, H.; Doerr, C.; Emmerich, M.T.M.; Trautmann, H. (red.) Parallel Problem Solving from Nature. PPSN XVI. PPSN 2020. Parallel Problem Solving from Nature nr. 12270 Cham: Springer. 171-185. 'refereed' congresbijdrage
Yang K., Emmerich M.T.M., Deutz A.H. & Bäck T.H.W. (2019), Efficient computation of expected hypervolume improvement using box decomposition algorithms, Journal of Global Optimization 75: 3-34. 'refereed' artikel in een tijdschrift
Emmerich M.T.M. & Deutz A.H. (2019), Generalisierte Hypervolumen-Indikatoren für die Mehrzieloptimierung. In: Küfer, K.H.; Ruzika, S. ; Halffmann, P. (red.) Multikriterielle Optimierung und Entscheidungsunterstützung. Wiesbaden: Springer Gabler . 1-16. boekdeel
Deutz A.H., Emmerich M.T.M & Yang K. (2019), The Expected R2-Indicator Improvement for Multi-objective Bayesian Optimization . In: Deb, K.; Goodman, E.; Coello Coello, C.A..; Klamroth, K.; Miettinen, K.; Mostaghim, S.; Patrick R. (red.) Evolutionary Multi-Criterion Optimization, EMO 2019 proceedings. nr. LNCS 11411 Cham: Springer Nature Switzerland AG. 359-370. 'refereed' congresbijdrage
Blom K. van der, Yang K., Bäck T. & Emmerich M.T.M. (2019), Towards Multi-objective Mixed Integer Evolution Strategies. In: Emmerich M.T.M., Deutz A.H., Hille S.C., Sergeyev Y.D. (red.) Proceedings LeGO - 14th International Global Optimization Workshop. nr. 2070: AIP Publishing. 020046. 'refereed' congresbijdrage
Yang K., Blom K. van der, Bäck T. & Emmerich M.T.M. (2019), Towards Single- and Multiobjective Bayesian Global Optimization for Mixed Integer Problems. In: Emmerich M.T.M., Deutz A.H., Hille S.C., Sergeyev Y.D. (red.) Proceedings LeGO - 14th International Global Optimization Workshop: AIP Publishing. nr. 2070: AIP Publishing. 020044. 'refereed' congresbijdrage
Friese M.M., Bartz-Beielstein T., Bäck T.H.W., Naujoks B. & Emmerich M.T.M. (2019), Weighted ensembles in model-based global optimization. In: Emmerich M.T.M., Deutz H., Hille C., Sergeyev Y.D. (red.) AIP Conference Proceedings. nr. 2070: AIP Publsihing. 020003. 'refereed' congresbijdrage
Blom K. van der, Boonstra S., Hofmeyer H. & Emmerich M.T.M. (2019), Analysing Optimisation Data for Multicriteria Building Spatial Design. In: Deb K., Goodman E., Coello Coello C.A., Klamroth K., Miettinen K., Mostaghim S., Reed P. (red.) Evolutionary Multi-Criterion Optimization. nr. 11411 Cham: Springer. 671-682. 'refereed' congresbijdrage
Wang Y., Emmerich M.T.M., Deutz A. & Bäck T.H.W. (2019), Diversity-Indicator Based Multi-Objective Evolutionary Algorithm: DI-MOEA. In: Deb K. Goodman E., Coello Coello C.A., Klamroth K., Mietinnen K., Mostaghim S., Reed P. (red.) Evolutionary Multi-Criterion Optimization. EMO 2019. nr. 11411 Cham: Springer. 346-358. 'refereed' congresbijdrage
Yang K., Palar P.S., Emmerich M.T.M., Shimoyama K. & Bäck T.H.W. (2019), A multi-point mechanism of expected hypervolume improvement for parallel multi-objective bayesian global optimization. In: Lopez-Ibanez M. (red.) Gecco '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion. New York, NY, U.S.A.: ACM. 656-663. 'refereed' congresbijdrage
Kefalas M., Limmer S., Apostolidis A., Olhofer M., Emmerich M.T.M. & Bäck T.H.W. (2019), A tabu search-based memetic algorithm for the multi-objective flexible job shop scheduling problem. In: Lopez-Ibanez M. (red.) Gecco '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion. New York, NY, U.S.A.: Association for Computing Machinery. 1254-1262. 'refereed' congresbijdrage
Wang H., Emmerich M.T.M. & Bäck T.H.W. (2019), Mirrored Orthogonal Sampling for Covariance Matrix Adaptation Evolution Strategies, Evolutionary Computation 27(4): 699-725. 'refereed' artikel in een tijdschrift
Wang H., Bäck T.H.W., Plaat A., Emmerich, M.T.M. & Preuss M. (2019), On the potential of evolution strategies for neural network weight optimization. In: Lopez-Ibanez M., Auger A., Stützle T. (red.) Proceedings of the Genetic and Evolutionary Computation Conference Companion.: ACM. 191-192. 'refereed' congresbijdrage
Wang H., Emmerich M.T.M. & Bäck T.H.W. (2019), Towards Self-Adaptive Efficient Global Optimization. In: AIP Conference Proceedings. nr. 2070: AIP Publishing. 020056. 'refereed' congresbijdrage
Wang Y., Limmer S., Olhofer M., Emmerich M.T.M. & Bäck T.H.W. (2019), Vehicle Fleet Maintenance Scheduling Optimization by Multi-objective Evolutionary Algorithms. In: 2019 IEEE Contress on Evolutionary Computation (CEC).: IEEE. 'refereed' congresbijdrage
Yang K., Emmerich M.T.M., Deutz A.H. & Bäck T.H.W. (2019), Multi-Objective Bayesian Global Optimization using expected hypervolume improvement gradient, Swarm and Evolutionary Computation 44: 945-956. 'refereed' artikel in een tijdschrift
Boonstra S., Blom K. van der, Hofmeyer H., Buijs J. van den & Emmerich M.T.M. (2018), Coupling Between a Building Spatial Design Optimisation Toolbox and BouwConnect BIM. In: Mutis I., Hartmann T. (red.) Advances in Informatics and Computing in Civil and Construction Engineering - Proceedings of the 35th CIB W78 2018 Conference: IT in Design, Construction, and Management. Cham: Springer. 95-102. 'refereed' congresbijdrage
Yevseyeva I., Lenselink E.B., Vries A. de, IJzerman A.P., Deutz A.H. & Emmerich M.T.M. (2019), Application of portfolio optimization to drug discovery, Information Sciences 475: 29-43. 'refereed' artikel in een tijdschrift
Kerschke P., Wang H., Preuss M., Grimme G., Deutz A.H., Trautmann H. & Emmerich M.T.M. (2019), Search Dynamics on Multimodal Multi-Objective Problems, Evolutionary Computation Journal 27(4): 577-609. 'refereed' artikel in een tijdschrift
Li L., Chen H., Li J., Jing N. & Emmerich M.T.M. (2018), Preference-Based Evolutionary Many-Objective Optimization for Agile Satellite Mission Planning, IEEE Access 6: 40963-40978. 'refereed' artikel in een tijdschrift
Blom K. van der, Boonstra S., Wang H., Hofmeyer H. & Emmerich M.T.M. (2018), Evaluating Memetic Building Spatial Design Optimisation Using Hypervolume Indicator Gradient Ascent. In: Trujillo L., Schütze O., Maldonado Y., Valle P. (red.) Numerical and Evolutionary Optimization – NEO 2017. Studies in Computational Intelligence nr. 785 Cham: Springer. 62-86. boekdeel
Zhao J., Jiao L., Xia S., Fernandes V.B., Yevseyeva I., Zhou Y. & Emmerich M.T.M. (2018), Multiobjective Sparse Ensemble Learning by Means of Evolutionary Algorithms, Decision Support Systems 111: 86-100. 'refereed' artikel in een tijdschrift
Boonstra S., Blom K.. van der, Hofmeyer H., Emmerich M.T.M., Schijndel J. van & Wilde P. de (2018), Toolbox for super-structured and super-structure free multi-disciplinary building spatial design optimisation, Advanced Engineering Informatics 36: 86-100. 'refereed' artikel in een tijdschrift
Zhao J., Jiao L., Liu F., Fernandes V.B., Yevseyeva I., Xia S. & Emmerich M.T.M. (2018), 3D fast convex-hull-based evolutionary multiobjective optimization algorithm, Applied Soft Computing 67: 322-336. 'refereed' artikel in een tijdschrift
Emmerich M.T.M., Shir M.O. & Wang H. (2018), Evolution Strategies. In: Martí R., Panos P., Resende G.C.M. (red.) Handbook of Heuristics. Cham: Springer International Publishing. 1-31. boekdeel
Wang H., Emmerich M.T.M. & Plaat A. (2018), Assessing the Potential of Classical Q-learning in General Game Playing. rapport
Emmerich M.T.M. & Deutz A.H. (2018), A tutorial on multiobjective optimization: fundamentals and evolutionary methods, Natural computing 17(3): 585-609. 'refereed' artikel in een tijdschrift
Asep Maulana A., Deutz A.H., Schultes E. & Emmerich M.T.M. (2018), Community Detection in NK Landscapes - An Empirical Study of Complexity Transitions in Interactive Networks. In: Tantar A., Tantar E., Emmerich M.T.M., Legrand P., Alboaie L., Luchian H. (red.) EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI. nr. Advances in Intelligent Systems and Computing, volume 674 Cham: Springer. 163-176. 'refereed' congresbijdrage
Lytvyn V., Dosyn D., Emmerich M.T.M. & Yevseyeva I. (2018), Content Formation Method in the Web Systems. In: Lytvyn V., Sharonova N., Hamon T., Vysotska V., Grabar N., Kowalska-Styczen A., Jonek-Kowalska I. (red.) Proceedings of the 2nd International Conference on Computational Linguistics and Intelligent Systems. Volume I: Main Conference. nr. 2136. 42-61. 'refereed' congresbijdrage
Wang H., Emmerich M.T.M. & Bäck T.H.W. (2018), Cooling Strategies for the Moment-Generating Function in Bayesian Global Optimization. In: 2018 IEEE Congress on Evolutionary Computation (CEC 2018).: IEEE. 1-8. 'refereed' congresbijdrage
Tantar A., Tantar E., Emmerich M.T.M., Legrand P., Alboaie L. & Luchian H. (red.) (2018), EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI Advances in Intelligent Systems and Computing nr. 674. Cham: Springer. boekredactie
Li L., Chen H., Li J., Jing N. & Emmerich M.T.M. (2018), Integrating region preferences in multiobjective evolutionary algorithms based on decomposition. In: 2018 Tenth International Conference on Advanced Computational Intelligence (ICACI).: IEEE. 379-384. 'refereed' congresbijdrage
Bringmann K., Cabello S. & Emmerich M.T.M. (2018), Maximum Volume Subset Selection for Anchored Boxes. In: Aronov B., Katz M.J. (red.) Leibniz International Proceedings in Informatics. nr. 77 Germany: Dagstuhl Publishing. 22.1-22.15. 'non-refereed' congresbijdrage
Wang H., Emmerich M.T.M. & Plaat A. (2018), Monte Carlo Q-learning for General Game Playing. rapport
Palar P.S., Yang K., Shimoyama K., Emmerich M.T.M. & Bäck T.H.W. (2018), Multi-objective aerodynamic design with user preference using truncated expected hypervolume improvement. In: GECCO'18 Proceedings of the Genetic and Evolutionary Computation Conference Companion.: ACM. 1333-1340. 'refereed' congresbijdrage
Yang K., Emmerich M.T.M., Deutz A.H. & Bäck T.H.W. (2018), Multi-Objective Bayesian Global Optimization using expected hypervolume improvement gradient, Swarm and Evolutionary Computation 44: 945-956. 'refereed' artikel in een tijdschrift
Li L., Wang Y., Trautmann H., Jing N. & Emmerich M.T.M. (2018), Multiobjective evolutionary algorithms based on target region preferences, Swarm and Evolutionary Computation 40: 196-215. 'refereed' artikel in een tijdschrift
Wang H., Bäck T.H.W. & Emmerich M.T.M. (2018), Multi-point Efficient Global Optimization Using Niching Evolution Strategy. In: Tantar A., Tantar E., Emmerich M.T.M., Legrand P., Alboaie L., Luchian H. (red.) EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI. nr. Advances in Intelligent Systems and Computing, volume 674 Cham: Springer. 146-162. 'refereed' congresbijdrage
Verhoef W., Deutz A.H. & Emmerich M.T.M. (2018), On Gradient-Based and Swarm-Based Algorithms for Set-Oriented Bicriteria Optimization. In: Tantar A., Tantar E., Emmerich M.T.M., Legrand P., Alboaie L., Luchian H. (red.) EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI. nr. Advances in Intelligent Systems and Computing, volume 674 Cham: Springer. 18-36. 'refereed' congresbijdrage
Nezhinsky A. & Emmerich M.T.M. (2018), Parameter identification of stochastic gene regulation models by indicator-based evolutionary level set approximation. In: Tantar A., Tantar E., Emmerich M.T.M., Legrand P., Alboaie L., Luchian H. (red.) EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI. nr. Advances in Intelligent Systems and Computing, volume 674 Cham: Springer. 50-64. 'refereed' congresbijdrage
Li L., Chen H., Wu J., Li J., Jing N. & Emmerich M.T.M. (2018), Preference-based evolutionary algorithms for many-objective mission planning of agile earth observation satellites. In: Aguirre H. (red.) Proceedings of the Genetic and Evolutionary Computation Conference Companion. New York: ACM. 187-188. 'refereed' congresbijdrage
Basto-Fernandes V., Yevseyeva I., Ruano-Ordás D., Zhao J., Fdez-Riverola F., Méndez J.R. & Emmerich M.T.M. (2018), Quadcriteria Optimization of Binary Classifiers: Error Rates, Coverage, and Complexity. In: Tantar A., Tantar E., Emmerich M.T.M., Legrand P., Alboaie L., Luchian H. (red.) EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI. nr. Advances in Intelligent Systems and Computing, volume 674 Cham: Springer. 37-49. 'refereed' congresbijdrage
Pappa G.L., Emmerich M.T.M., Bazzan A., Browne W., Deb K., Doerr C., Ðurasević M., Epitropakis M.G., Haraldsson S.O., Jakobovic D., Kerschke P., Krawiec K., Lehre P.K., Li X., Lissovoi A., Malo P., Martí L., Mei Y., Merelo J.J., Miller J.F., Moraglio A., Nebro A.J., Nguyen S., Ochoa G., Oliveto P., Picek S., Pillay N., Preuss M., Schoenauer M., Senkerik R., Sinha A., Shir O., Sudholt D., Whitley D., Wineberg M., Woodward J. & Zhang M. (2018), Tutorials at PPSN 2018. In: Auger A., Fonseca C.M., Lourenço N., Machado P., Paquete L., Whitley D. (red.) International Conference on Parallel Problem Solving from Nature. nr. Lecture Notes in Computer Science, volume 11102 Cham: Springer. 477-489. 'refereed' congresbijdrage
Baghoussi Y., Mendes-Moreira J. & Emmerich M.T.M. (2018), Updating a robust optimization model for improving bus schedules. In: 2018 10th International Conference on Communication Systems & Networks (COMSNETS).: IEEE. 619-624. 'refereed' congresbijdrage
Vysotska V., Fernandes V.B. & Emmerich M.T.M. (2018), Web Content Support Method in Electronic Business Systems. In: Lytvyn V., Sharonova N., Hamon T., Vysotska V., Grabar N., Kowalska-Styczen A., Jonek-Kowalska I. (red.) Proceedings of the 2nd International Conference on Computational Linguistics and Intelligent Systems. Volume I: Main Conference. nr. 2136. 20-41. 'refereed' congresbijdrage
Zhao J., Basto-Fernandes V., Jiao L., Yevseyeva I., Asep Maulana A., Li R., Bäck T.H.W., Tang K. & Emmerich M.T.M. (2017), Corrigendum to ‘Multiobjective optimization of classifiers by means of 3D convex-hull-based evolutionary algorithms’ [Information Sciences volumes 367–368 (2016) 80–104], Information Sciences 403-404: 55-55. 'refereed' artikel in een tijdschrift
Wang H., Stein B. van, Emmerich M.T.M. & Bäck T.H.W. (2017), Time complexity reduction in efficient global optimization using cluster kriging. In: GECCO '17 Proceedings of the Genetic and Evolutionary Computation Conference. New York: ACM. 889-896. 'refereed' congresbijdrage
Boonstra S., Blom K. van der, Hofmeyer H. & Michael T. M.Emmerich (2017), Combined Super-Structured and Super-Structure Free Optimisation of Building Spatial Designs. In: Koch C., Tizani W., Ninic J. (red.) Intelligent computing in engineering.. 23-34. 'refereed' congresbijdrage
Basto-Fernandez V., Yevseyeva I., Mendez J.R., Zhao J., Fdez-Riverola F. & Emmerich M.T.M. (2017), Corrigendum to “A spam filtering multi-objective optimization study covering parsimony maximization and three-way classification” [Applied Soft Computing Volume 48 (2016) 111–123], Applied Soft Computing 55: 565-565. 'refereed' artikel in een tijdschrift
Liu L.-Y., Basto-Fernandes V.,Yevseyeva I., Kok J.N. & Emmerich M.T.M. (2017), Indicator-Based Evolutionary Level Set Approximation: Mixed Mutation Strategy and Extended Analysis. In: Vicente J.M.F., Álvarez-Sánchez J.R., de la Paz F., López J.T.M., Hojjat A. (red.) Natural and Artificial Computation for Biomedicine and Neuroscience. nr. LNCS, volume 10337 Cham: Springer. 146-159. 'refereed' congresbijdrage
Blom K. van der, Boonstra S., Hofmeyer H., Bäck T. & ichael T. M.Emmerich (2017), Configuring Advanced Evolutionary Algorithms for Multicriteria Building Spatial Design Optimisation: IEEE. 1803-1810. 'refereed' congresbijdrage
Janus T., Foussette C., Urselmann M., Tlatlik S., Gottschalk A., Emmerich M.T.M., Bäck T.H.W. & Engell S. (2017), Optimization-Based Process Synthesis Based on a Commercial Flowsheet Simulator, Chemie Ingenieur Technik 89(5): 655-664. 'refereed' artikel in een tijdschrift
Li L., Yao F., Jing N. & Emmerich M.T.M. (2017), Preference incorporation to solve multi-objective mission planning of agile earth observation satellites. In: 2017 IEEE Congress on Evolutionary Computation (CEC). Piscataway, NY: IEEE Xplore. 1366-1373. 'refereed' congresbijdrage
Allmendinger R., Emmerich M.T.M., Hakanen J., Jin Y. & Rigoni E. (2017), Surrogate-assisted multicriteria optimization: Complexities, prospective solutions, and business case, JOURNAL OF MULTI-CRITERIA DECISION ANALYSIS 24(1-2): 5-24. 'refereed' artikel in een tijdschrift
Li L., Yevseyeva I., Basto-Fernandes V., Trautmann H., Jing N. & Emmerich M.T.M. (2017), Building and Using an Ontology of Preference-Based Multiobjective Evolutionary Algorithms. In: Trautmann H. (red.) Evolutionary Multi-Criteron Optomization. EMO 2017. nr. Lecture Notes in Computer Science LNCS 10173 Cham: Springer. 406-421. 'refereed' congresbijdrage
Yang K., Emmerich M.T.M., Deutz A.H. & Fonseca C.M. (2017), Computing 3-D Expected Hypervolume Improvement and Related Integrals in Asymptotically Optimal Time. In: Trautmann H., Rudolph G., Klamroth K., Schütze O., Wiecek M., Jin Y., Grimme C. (red.) International Conference on Evolutionary Multi-Criterion Optimization. nr. LNCS Volume 10173 Cham: Springer. 685-700. 'refereed' congresbijdrage
Kerschke P., Wang H., Preuss M., Grimme C., Deutz A.H., Trautmann H. & Emmerich M.T.M. (2017), Towards analyzing multimodality of multiobjective landscapes: PPSN 2016 best paper award. [overig] overig
Wang H., Stein B. van, Emmerich M.T.M. & Bäck T.H.W. (2017), A New Acquisition Function for Bayesian optimization based on the moment-generating function. In: Hao Wang, Stein B. van,Michael T. M.Emmerich, Bäck T.H.W. (red.) 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC). Banff, AB, Canada: IEEE. 507-512. 'refereed' congresbijdrage
Wang Y., Li L., Yang K. & Emmerich M.T.M. (2017), A new approach to target region based multiobjective evolutionary algorithms. In: 2017 IEEE Congress on Evolutionary Computation (CEC). Piscataway, NY: IEEE press. 1757-1764. 'refereed' congresbijdrage
Basto-Fernandes V., Yevseyeva I., Deutz A. & Emmerich M.T.M. (2017), A Survey of Diversity Oriented Optimization: Problems, Indicators, and Algorithms. In: Emmerich M.T.M., Deutz A., Schütze O., Legrand P., Tantar E., Tantar A.A. (red.) EVOLVE - A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII. Studies in Computational Intelligence nr. 662 Cham: Springer. 3-23. boekdeel
Asep Maulana A., Deutz A.H. & Emmerich M.T.M. (2017), Community Detection in NK Landscapes - An Empirical Study of Complexity Transitions in Interactive Networks. In: Tantar A.A.., Tantar E., Emmerich M.T.M., Legrand P., Alboaie L., Luchian H. (red.) EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI. nr. Volume 674 Cham: Springer. 163-176. 'refereed' congresbijdrage
Emmerich M.T.M., Deutz A.H., Schütze O., Legrand P., Tantar E. & Tantar A.-A. (2017), EVOLVE – A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VII Studies in Computational Intelligence nr. SCI, volume 662. Heidelberg: Springer. boek
Wang H., Deutz A.H., Bäck T.H.W. & Emmerich M.T.M. (2017), Hypervolume Indicator Gradient Ascent Multi-objective Optimization. In: Trautmann H., Rudolph G., Klamroth K., Schütze O., Wiecek M., Jin Y., Grimme C. (red.) Evolutionary Multi-Criterion Optimization. nr. 10173 Cham: Springer International Publishing. 654-669. 'refereed' congresbijdrage
Maulana A., Kefalas M. & Emmerich M.T.M. (2017), Immunization of networks using genetic algorithms and multiobjective metaheuristics. In: 2017 IEEE Symposium Series on Computational Intelligence (SSCI 2017).: IEEE. 1-8. 'refereed' congresbijdrage
Bringmann K., Cabello S. & Emmerich M.T.M. (2017), Maximum Volume Subset Selection for Anchored Boxes. In: Boris A., Katz M.J. (red.) 33rd International Symposium on Computational Geometry (SoCG 2017). Dagstuhl, Germany: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik. 22.1-22.15. 'refereed' congresbijdrage
Asep Maulana A., Gametto V., Garlaschelli D., Yevesyeva I. & Michael T. M.Emmerich (2017), Modularities Maximization in Multiplex network Analysis Using Many-Objective Optimization nr. 2016 IEEE Symposium Series on Computational Intelligence (SSCI): IEEE. 1-8. 'refereed' congresbijdrage
Janus T., Foussette C., Urselmann M., Tlatlik S., Gottschalk A., Emmerich M.T.M., Bäck T.H.W. & Engell S. (2017), Optimierungsbasierte Prozesssynthese auf Basis eines kommerziellen Flowsheet Simulators, CHEMIE INGENIEUR TECHNIK 89(5): 655-664. 'refereed' artikel in een tijdschrift
Bagheri S., Konen W., Emmerich M.T.M. & Bäck T.H.W. (2017), Self-adjusting parameter control for surrogate-assisted constrained optimization under limited budgets, Applied Soft Computing 61: 377-393. 'refereed' artikel in een tijdschrift
Emmerich M.T.M., Yang K., Deutz A.H., Wang H. & Fonseca C.M. (2016), A Multicriteria Generalization of Bayesian Global Optimization. In: Pardalos M.P., Zhigljavsky A., Zilinskas J. (red.) Advances in Stochastic and Deterministic Global Optimization. Optimization and its Applications nr. 107: Springer. 229-243. boekdeel
Stein B. van, Hao Wang, Kowalczyk W.J., Michael T. M.Emmerich & Bäck T.H.W. (2016), Fuzzy clustering for Optimally Weighted Cluster Kriging. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).: IEEE. 978-1-5090-0627-4. 'refereed' congresbijdrage
Zhao J., Basto Fernandes V., Jiao L., Yevseyeva I., Asep Maulana A., Li R., Bäck T.H.W., Tang T. & Michael T. M.Emmerich (2016), Multiobjective optimization of classifiers by means of 3D convex-hull-based evolutionary algorithms, Information Sciences 367-368: 80–104. 'refereed' artikel in een tijdschrift
Michael T. M.Emmerich, Deutz A.H., Li L., Asep Maulana A. & Yevseyeva I. (2016), Maximizing Consensus in Portfolio Selection in Multicriteria Group Decision Making, Procedia Computer Science 100: 848–855. 'refereed' artikel in een tijdschrift
Yevseyeva I., Basto Fernandes V., Moorsel A. van, Janicke H. & Michael T. M.Emmerich (2016), Two-stage Security Controls Selection, Procedia Computer Science 100: 971-978. 'refereed' artikel in een tijdschrift
Hao Wang, Ren Y., Deutz A. & Michael T. M.Emmerich (2016), On Steering Dominated Points in Hypervolume Indicator Gradient Ascent for Bi-Objective Optimization. In: Schuetze O., Trujillo L., Legrand P., Maldonado Y. (red.) NEO 2015: Results of the Numerical and Evolutionary Optimization Workshop NEO 2015 held at September 23-25 2015 in Tijuana, Mexico. Studies in Computational Intelligence nr. Studies in Computational Intelligence 663: Springer International Publishing. 175-203. boekdeel
Basto-Fernandes V., Yevseyeva I., Méndez J.R., Zhao J., Fdez-Riverola F. & Emmerich M.T.M (2016), A spam filtering multi-objective optimization study covering parsimony maximization and three-way classification, Applied Soft Computing 48: 111-123. 'refereed' artikel in een tijdschrift
Yang Z., Michael T. M.Emmerich, Bäck T.H.W. & Kok J.N. (2016), Multi-objective inventory routing with uncertain demand using population-based metaheuristics, Integrated Computer-Aided Engineering 23(3): 205-220. 'refereed' artikel in een tijdschrift
Yang Z., Osta J.P. van, Veen B. van, Krevelen R. van, Stam A., Kok J.N., Bäck T.H.W. & Emmerich M.T.M. (2017), Dynamic vehicle routing with time windows in theory and practice, Natural computing 16(1): 119–134. 'refereed' artikel in een tijdschrift
Blom K. van der, Boonstra S., Hofmeyer H. & Michael T. M.Emmerich (2016), A super-structure based optimisation approach for building spatial designs. In: Papadrakakis M., Papadopoulos V., Stefanou G., Plevris V. (red.) Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering.: National Technical University of Athens. 3409-3422. 'refereed' congresbijdrage
Hao Wang, Michael T. M.Emmerich & Bäck T. (2016), Balancing Risk and Expected Gain in Kriging-based Global Optimization. In: 2016 IEEE Congress on Evolutionary Computation (CEC).: IEEE Publishing. 719-727. 'refereed' congresbijdrage
Asep Maulana A., Gemmetto V., Garlaschelli D. & Emmerich M.T.M. (2016), Computing Pareto Fronts of Modularities in Multiplex Economic Network Analysis. In: 2016 IEEE Symposium Series on Computational Intelligence (SSCI).: IEEE Xplore. 1-8. 'refereed' congresbijdrage
Stein B. van, Wang H., Kowalczyk W., Michael T. M.Emmerich & Bäck T. (2016), Fuzzy clustering for Optimally Weighted Cluster Kriging. In: 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).: IEEE. 939-945. 'refereed' congresbijdrage
Cai F., Hao Wang, Tang X., Michael T. M.Emmerich & Verbeek F.J. (2016), Fuzzy Criteria in Multi-objective Feature Selection for Unsupervised Learning, Procedia Computer Science 102: 51-58. 'refereed' artikel in een tijdschrift
Blom K. van der, Boonstra S., Hofmeyer H. & Michael T. M.Emmerich (2016), Multicriteria building spatial design with mixed integer evolutionary algorithms. In: Handl J., Hart E., Lewis P.R., López-Ibáñez M., Ochoa G., Paechter B. (red.) Parallel Problem Solving from Nature – PPSN XIV. nr. LNCS 9921: Springer International Publishing AG. 453-462. 'refereed' congresbijdrage
Blom K. van der, Boonstra S., Hofmeyer H. & Michael T. M.Emmerich (2016), Multicriteria Building Spatial Design with Mixed Integer Evolutionary Algorithms. In: Handl J., Hart E., Lewis P.R., López-Ibáñez M., Ochoa G., Paechter B. (red.) Parallel Problem Solving from Nature – PPSN XIV 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings. nr. 9921 Cham: Springer International Publishers. 453-462. 'refereed' congresbijdrage
Yang K., Li L., Deutz A.H., Bäck T.H.W. & Michael T. M.Emmerich (2016), Preference-based multiobjective optimization using truncated expected hypervolume improvement. In: 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD),.: IEEE Publishing. congresbijdrage
Yang K., Li L., Deutz A.H., Bäck Th. & Michael T. M.Emmerich (2016), Preference-based multiobjective optimization using truncated expected hypervolume improvement. In: 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).: IEEE. 276-281. 'refereed' congresbijdrage
Urselmann M., Foussette C., Janus T., Tlatlik S., Gottschalk A., Emmerich, M.T.M., Engell S. & Bäck T. (2016), Selection of a DFO Method for the Efficient Solution of Continuous Constrained Sub-Problems within a Memetic Algorithm for Chemical Process Synthesis. In: Friedrich T. (red.) Proceedings of the Genetic and Evolutionary Computation Conference 2016. New York: ACM. 1029-1036. 'refereed' congresbijdrage
Yang Z., Hao Wang, Yang K., Bäck T. & Michael T. M.Emmerich (2016), SMS-EMOA with multiple dynamic reference points. In: 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD),.: IEEE Publishing. 282-288. congresbijdrage
Yang Z., Li L., Deutz A.H., Bäck T. & Michael T. M.Emmerich (2016), SMS-EMOA with multiple dynamic reference points. In: 2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD).: IEEE. 282-288. 'refereed' congresbijdrage
Boonstra S., Blom K. van der, Hofmeyer H., Amor R. & Emmerich M.T.M. (2016), Super-structure and super-structure free design search space representations for a building spatial design in multi-disciplinary building optimisation. In: Electronic proceedings of the 23rd International Workshop of the European Group for Intelligent Computing in Engineering.: Jagiellonian University ZPGK. 1-10. 'refereed' congresbijdrage
Kerschke P., Hao Wang, Preuss M., Grimme C., Deutz A., Trautmann H. & Michael T. M.Emmerich (2016), Towards Analyzing Multimodality of Continuous Multiobjective Landscapes. In: Handl J., Hart E., Lewis P. R. , López-Ibáñez M., Ochoa G., Paechter B. (red.) Parallel Problem Solving from Nature – PPSN XIV.: Springer International Publishing. 962-972. 'refereed' congresbijdrage
Kerschke P., Wang H., Preuss M., Grimme C., Deutz A.H., Trautmann H. & Michael T. M.Emmerich (2016), Towards Analyzing Multimodality of Continuous Multiobjective Landscapes. In: Handl J., Hart E., Lewis P.R., López-Ibáñez M., Ochoa G., Paechter B. (red.) Parallel Problem Solving from Nature – PPSN XIV 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings. nr. 9921 Cham: Springer International Publishers. 962-972. 'refereed' congresbijdrage
Yang K., Deutz A.H., Yang Z., Bäck T.H.W. & Michael T. M.Emmerich (2016), Truncated expected hypervolume improvement: Exact computation and application. In: 2016 IEEE Congress on Evolutionary Computation (CEC).: IEEE Publishing. 4350-4357. congresbijdrage
Yang K., Deutz A.H., Yang Z., Bäck T. & Michael T. M.Emmerich (2016), Truncated expected hypervolume improvement:Exact computation and application. In: 2016 IEEE Congress on Evolutionary Computation (CEC).: IEEE. 4350-4357. 'refereed' congresbijdrage
Stein B. van, Wang H., Kowalczyk W., Bäck T. & Emmerich M. (2015), Optimally Weighted Cluster Kriging for Big Data Regression. In: Fromont E., Bie T. de, Leeuwen M. van (red.) Advances in Intelligent Data Analysis XIV. nr. LNCS 9385 Cham: Springer International Publishing. 310-321. 'refereed' congresbijdrage
Rosa Sequeira F., Frantz R.Z., Yevseyeva I., Michael T. M.Emmerich & Basto-Fernandes V. (2015), An EAI Based Integration Solution for Science and Research Outcomes Information Management, Procedia Computer Science 64: 894-901. 'refereed' artikel in een tijdschrift
Urselmann M., Engell S., Foussette C., Bäck T., Janus T., Tlatlik S., Gottschalk A & Emmerich M (2015), Designoptimierung thermischer Trennverfahren mit memetischen Algorithmen und Aspen Plus Prozessmodellen, Chemie Ingenieur Technik 87(8): 1060. 'refereed' artikel in een tijdschrift
Koch, P., Wagner, T., Emmerich M. T. M., Bäck, T., Konen & W (2015), Efficient multi-criteria optimization on noisy machine learning problems, Applied Soft Computing 29: 357-370. 'refereed' artikel in een tijdschrift
Michael T. M.Emmerich, Deutz A.H. & Yevseyeva I. (2015), A Bayesian Approach to Portfolio Selection in Multicriteria Group Decision Making, Procedia Computer Science 64(2015): 993-1000. 'refereed' artikel in een tijdschrift
Yang Z., Emmerich M.T.M., Bäck & .H.W. (2015), Ant based solver for dynamic vehicle routing problem with time windows and multiple priorities. In: Obayashi S., Poloni C., Murata T. (red.) Proceedings CEC 2015.: IEEE Xplore. 2813-2819. 'refereed' congresbijdrage
Wang H., Schwab I. & Emmerich M.T.M. (2015), Comparing Knowledge Representation Forms in Empirical Model Building. In: Schwab I., Moergestel L. van, Goncalves G. (red.) Proceedings of the Fourth International Conference on Intelligent Systems and Application. Intelli 2015. Wilmington, DE, U.S.A.: IARIA. 170-178. 'refereed' congresbijdrage
Wang P., Emmerich M.T.M., Li R., Tang K., Bäck T.H.W. & Yao X. (2015), Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance, IEEE Transactions on Evolutionary Computation 19(2): 188-200. 'refereed' artikel in een tijdschrift
Urselmann M., Foussette C., Janus T., Tlatlik S., Gottschalk A., Emmerich M.T.M. & Bäck T.H.W. (2015), Derivative-Free Design Optimization of Chemical Processes by a Memetic Algorithm (Lezing). overig
Tantar A.A., Tantar E., Emmerich M.T.M., Legrand P., Alboaie L. & Luchian H. (red.) (2015), EVOLVE – A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation VI Advances in Intelligent Systems and Computing. Switzerland: Springer Nature. boekredactie
Yang K., Gaida D., Bäck T. & Emmerich M. (2015), Expected hypervolume improvement algorithm for PID controller tuning and the multiobjective dynamical control of a biogas plant. Sendai, Japan: IEEE. 1934-1942. 'refereed' congresbijdrage
Yang K., Gaida D., Bäck T.H.W. & Emmerich M.T.M. (2015), Expected hypervolume improvement algorithm for PID controller tuning and the multiobjective dynamical control of a biogas plant. In: Obayashi S., Poloni C., Murata T. (red.) 2015 IEEE Congress on Evolutionary Computation (CEC).: IEEE. 1934-1942. 'refereed' congresbijdrage
Hupkens I., Deutz A.H., Yang K & Emmerich M.T.M. (2015), Faster Exact Algorithms for Computing Expected Hypervolume Improvement. In: Gaspar-Cunha A., Henggeler Antunes C., Coello Coello C.A. (red.) Evolutionary Multi-Criterion Optimization. nr. 9019: Springer International Publishing. 65-79. 'refereed' congresbijdrage
Hupkens I., Deutz A., Yang K. & Emmerich M. (2015), Faster Exact Algorithms for Computing Expected Hypervolume Improvement. In: Gaspar-Cunha A., Henggeler Antunes C., Coello C. (red.) Lecture Notes in Computer Science. nr. 9019 2015 Guimaraes: Springer Link. 65-79. 'refereed' congresbijdrage
Yang Z., Emmerich M., Bäck T. & Kok J. (2015), Multicriteria Inventory Routing by Cooperative Swarms and Evolutionary Algorithms. In: Ferrández Vicente J.M., Álvarez-Sánchez J.R., Paz López F. de la, Toledo-Moreo F.C.O.J., Adeli H. (red.) Bioinspired Computation in Artificial Systems. nr. 9108 2015. 127-137. boekdeel
Yang Z., Emmerich M.T.M., Bäck T.H.W. & Kok J.N. (2015), Multicriteria Inventory Routing by Cooperative Swarms and Evolutionary Algorithms. In: Ferrandez Vicente J., Alvarez-Sanchez J., Paz Lopez F. de la, Toledo-Moreo F., Adeli H. (red.) Bioinspired Computation in Artificial Systems. IWINAC 2015.. nr. LNCS 9108 Cham: Springer. 127-137. 'refereed' congresbijdrage
Hao Wang, Bäck T.H.W. & Emmerich M.T.M. (2015), Multi-point efficient global optimization using Niching Evolution Strategy. In: Proceedings EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI.: Springer. 'refereed' congresbijdrage
Frantz R.Z., Sawicki S., Roos-Frantz F., Yevseyeva I. & Emmerich M.T.M. (2015), On using Markov Decision Processes to Model Integration Solutions for Disparate Resources in Software Ecosystems. In: Hammoudi S., Maciaszek L., Teniente E. (red.) Proceedings of the 17th International Conference on Entreprise Information Systems. nr. 2: Scitepress. 260-267. 'refereed' congresbijdrage
Frantz R.Z., Sawicki S., Roos-Frantz F., Yevseyeva I. & Emmerich M. (2015), On Using Markov Decision Processes to Model Integration Solutions for Disparate Resources in Software Ecosystems. In: Hammoudi S., Maciaszek L., Teniente E. (red.) Proceedings of the 17th International Conference on Enterprise Information Systems. nr. 2 Barcelona: Scitepress. 260-267. 'refereed' congresbijdrage
Rijn S. van, Emmerich M.T.M., Reehuis E. & Bäck T.H.W. (2015), Optimizing Highly Constrained Truck Loadings Using a Self-Adaptive Genetic Algorithm. In: 2015 IEEE Congress on Evolutionary Computation (CEC).: IEEE. 227-234. 'refereed' congresbijdrage
Emmerich M.T.M. & Nezhinsky A. (2015), Parameter Identification of Stochastic Gene Regulation Models by Indicator-based Evolutionary Level Set Approximation. In: Tantar A.A., Tantar E., Emmerich M.T.M., Legrand P., Alboaie L., Luchian H. (red.) EVOLVE 2015 - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation. nr. AISC 674 IASI: A.I.C. University Iasi. 39-40. 'refereed' congresbijdrage
Asep Maulana A., Jiang Z., Liu J., Bäck T.H.W. & Emmerich M.T.M. (2015), Reducing complexity in many objective optimization using community detection. In: 2015 IEEE Congress on Evolutionary Computation (CEC).: IEEE. 3140-3147. 'refereed' congresbijdrage
Maulana A., Jiang Z., Liu J., Bäck T. & Emmerich M.T.M. (2015), Reducing Complexity in Many Objective Optimization Using Community Detection. In: 2015 IEEE Congress on Evolutionary Computation (CED).: IEEE. 3140-3147. 'refereed' congresbijdrage
Yevseyeva I., Basto-Fernandes V., Michael T. M.Emmerich & Moorsel A. van (2015), Selecting Optimal Subset of Security Controls, Procedia Computer Science 64: 1035-1042. 'refereed' artikel in een tijdschrift
Bagheri S., Konen W., Emmerich M.T.M. & Bäck T.H.W. (2015), Solving the G-problems in less than 500 iterations: Improved efficient constrained optimization by surrogate modeling and adaptive parameter control arXiv preprint arXiv:1512.09251. [Working paper]. overig
Zhang X., Wu J., Duan C., Emmerich M.T.M. & Bäck T.H.W. (2015), Towards robustness optimization of complex networks based on redundancy backup. In: 2015 IEEE Congress on Evolutionary Computation (CEC).: IEEE. 2820-2826. 'refereed' congresbijdrage
Leuven J., Emmerich M., Reehuis E. & Bäck T. (2015), User-derived mutation in highly constrained Truck Loading Optimization. In: Proceedings CEC 2015. Sendai, Japan: IEEE. 235-242. 'refereed' congresbijdrage
Leuven J., Emmerich M.T.M., Reehuis E. & Bäck T.H.W. (2015), User-derived mutation in highly constrained truck loading optimization. In: 2015 IEEE Congress on Evolutionary Computation (CEC).: IEEE. 235-242. 'refereed' congresbijdrage
Basto-Fernandes, V., Yevseyeva I., Frantz R.Z., Grilo C., Pérez Díaz N. & Michael T. M.Emmerich (2014), An Automatic Generation of Textual Pattern Rules for Digital Content Filters Proposal, Using Grammatical Evolution Genetic Programming, Procedia Technology 16: 806-812. 'refereed' artikel in een tijdschrift
Yevseyeva I., Guerreiro A.P., Michael T. M.Emmerich & Fonseca C.M. (2014), A Portfolio Optimization Approach to Selection in Multiobjective Evolutionary Algorithms. In: Parallel Problem Solving from Nature (PPSN XIII). nr. LNCS 8672: Springer. 672-681. 'refereed' congresbijdrage
Schütze O., Michael T. M.Emmerich, Xiong F.-R. & Sun J.-Q. (2014), Barrier Tree for Continuous Landscape by Means of Generalized Cell Mapping. In: EVOLVE - A Bridge between Probability, Set Oriented Optimization, and Evolutionary Computation (Short Paper Proceedings).. 'refereed' congresbijdrage
Wang P., Michael T. M.Emmerich, Li R., Tang K. & Bäck T.H.W. (2014), Convex Hull-Based Multi-objective Genetic Programming for Maximizing Receiver Operating Characteristic Performance, IEEE Transactions on Evolutionary Computation (99). 'refereed' artikel in een tijdschrift
Michael T. M.Emmerich & Nezshinsky A.E. (2014), Evolutionary Level Set Approximation Applied in Biological Systems Identification [extended abstract]. In: Preuss M. (red.) Proceedings PPSN 2014 - Workshop on Multimodal Optimization.. 'refereed' congresbijdrage
Tantar A.-A., Tantar E., Sun J.-Q., Zhang W., Ding Q., Schütze O., Michael T. M.Emmerich, Legrand P., Del Moral P. & Coello Coello C.A. (red.) (2014), EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V nr. Advances in Intelligent Systems and Computing 288: Springer International Publishing. boekredactie
Hupkens I., Michael T. M.Emmerich & Deutz A.H. (2014), Faster Computation of Expected Hypervolume Improvement nr. TR 2014-03. Leiden, The Netherlands: LIACS, Leiden University. rapport
Hernandez S., Adrian V., Schütze O. & Michael T. M.Emmerich (2014), Hypervolume Maximization via Set Based Netwon's Method. In: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V. nr. Advances in Intelligent Systems and Computing 288: Springer International Publishing. 15-28. 'refereed' congresbijdrage
Gheorge M., Snoeck M., Emmerich M.T.M., Bäck T.H.W., Goeman J. & Raz V. (2014), Major aging-associated RNA expressions change at two distinct age-positions, BMC Genomics 15: 132. 'refereed' artikel in een tijdschrift
Hao Wang, Michael T. M.Emmerich & Bäck T.H.W. (2014), Mirrored orthogonal sampling with pairwise selection in evolution strategies. In: Proceedings 29th Annual ACM Symposium on Applied Computing.: ACM. 154-156. 'refereed' congresbijdrage
Zhao J. Fernandes V.B., Licheng J., Yevseyeva I., Asep Maulana A., Li R., Bäck T.H.W. & ichael T. M.Emmerich (2014), Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm (. LIACS, Leiden University). ???subCategory.???
Michael T. M.Emmerich, Deutz A.H. & Yevseyeva I. (2014), On Reference Point Free Weighted Hypervolume Indicators based on Desirability Functions and their Probabilistic Interpretation, Procedia Technology 16: 532-541. 'refereed' artikel in een tijdschrift
Yang K.,Michael T. M.Emmerich, Li R., Wang J. & Bäck T.H.W. (2014), Power Distribution Network Reconfiguration by Evolutionary Integer Programming. In: Proceedings Parallel Problem Solving from Nature (PPSN XIII). nr. LNCS 8672: Springer International Publishing. 11-23. 'refereed' congresbijdrage
Michael T. M.Emmerich & Deutz A.H. (2014), Time Complexity and Zeros of the Hypervolume Indicator Gradient Field. In: Proceedings EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation III. nr. Studies in Computational Intelligence 500: Springer International Publishling. 169-193. 'refereed' congresbijdrage
Keizer M.J., Bergen M.J. van & Michael T. M.Emmerich (2013), An interactive web-based database application for collaborative collection, storage and retrieval of data on volcanic lakes. In: Proceedings International Conference IAVCEI 2013 - Scientific Assembly of the International Association of Volcanology and Chemistry of the Earth's Interior.. 'refereed' congresbijdrage
Veen B.D.V., Michael T. M.Emmerich, Yang Z., Bäck T.H.W. & Kok J.N. (2013), Ant Colony Algorithms for the Dynamic Vehicle Routing Problem with Time Windows. In: Vicente JMF, Sánchez JRÁ, Paz López F, Toledo-Moreo FJ (red.) Natural and Artificial Computation in Engineering and Medical Applications - 5th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2013, Mallorca, Spain, June 10-14, 2013. Proceedings, Part II. nr. 7931: Springer. 1-10. 'refereed' congresbijdrage
Basto-Fernandes V., Yevseyeva I. & Michael T. M.Emmerich (2013), A Survey of Diversity-Oriented Optimization. In: Michael T. M.Emmerich, Deutz A.H. (red.) EVOLVE 2013 - A Bridge Between Probability, Set Oriented Numerics, and Evolutionary Computation: Extended Abstract Proceedings.: Leiden University. 101-109. 'refereed' congresbijdrage
Shukla P.K., Michael T. M.Emmerich & Deutz A.H. (2013), A Theoretical Analysis of Curvature Based Preference Models. In: Proceedings Seventh International Conference on Evolutionary Multi-Criterion Optimization (EMO 2013). nr. Lecture Notes in Computer Science: Springer-Verlag. 367-382. 'refereed' congresbijdrage
Zefferer M., Bartz-Beielsteen T., Naujoks B. & Wagner T. Emmerich M.T.M. (2013), Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets. In: Proceedings Evolutionary Multi-Criterion Optimization, EMO 2013. nr. LNCS 7811: Springer-Verlag. 756-770. 'refereed' congresbijdrage
Michael T. M.Emmerich, Deutz A.H., Kruisselbrink J.W. & Shukla P.K. (2013), Cone-Based Hypervolume Indicators: Construction, Properties, and Efficient Computation. In: Proceedings Seventh International Conference on Evolutionary Multi-Criterion Optimization (EMO 2013). nr. Lecture Notes in Computer Science: Springer-Verlag. 111-127. 'refereed' congresbijdrage
Wang P.,Michael T. M.Emmerich, Li R., Tang K., Xin Y. & Bäck T.H.W. (2013), Convex Hull-Based Multi-objective for Genetic Programming for Maximizing ROC Performance. ???subCategory.???
Michael T. M.Emmerich & Deutz A.H. (red.) (2013), EVOLVE 2013 - A Bridge Between Probability. Set Oriented Numerics, and Evolutionary Computation - Short Paper and Extended Abstract Proceedings: LIACS, Leiden University. boekredactie
Michael T. M.Emmerich, Deutz H.A., Schütze O., Bäck T.H.W., Tantar E., Tantar A.-A., Del Moral P., Legrand P., Bouvry P. & Coello C.C. (red.) (2013), EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV Advances in Intelligent Systems and Computing: Springer-Verlag. boekredactie
Stein B. van, Michael T. M.Emmerich & Yang Z. (2013), Fitness Landscape Analysis of NK Landscapes and Vehicle Routing Problems by Expanded Barrier Trees. In: EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV.: Springer International Publishing. 75-89. 'refereed' congresbijdrage
Hupkens I. & Michael T. M.Emmerich (2013), Logarithmic-Time Updates in SMS-EMOA and Hypervolume-Based Archiving. In: EVOLVE - A bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV.: Springer International Publishing. 155-169. 'refereed' congresbijdrage
Li R., Michael T. M.Emmerich, Eggermont J., Bäck T.H.W., Schützand M., Dijkstra J. & Reiber J.H.C. (2013), Mixed Integer Evolution Strategies for Parameter Optimization, Evolutionary Computation Journal 21(1): 29-64. 'refereed' artikel in een tijdschrift
Reehuis E.J.J., Olhofer M., Michael T. M.Emmerich, Sendhoff B. & Bäck T.H.W. (2013), Novelty and Interestingness Measures for Design-space Exploration. In: Proceedings 15th Annual Conference on Genetic and Evolutionary Computation - GECCO'13.: ACM Press. 1541-1548. 'refereed' congresbijdrage
Michael T. M.Emmerich, Deutz A.H. & Kruisselbrink J.W. (2013), On Quality Indicators for Black-Box Level Set Approximation. In: Proceedings EVOLVE - A Bridge between Probability, Set Oriented Numerics and Evolutionary Computation.. 157-185. 'refereed' congresbijdrage
Guerreiro A.P., Fonseca C.M. & Michael T. M.Emmerich (2012), A Fast Dimension-Sweep Algorithm for the Hypervolume Indicator in Four Dimensions. In: Proceedings 24th Canadian Conference on Computational Geometry, CCCG 2012.. 77-82. 'refereed' congresbijdrage
Wink S., Bäck T.H.W. & Michael T. M.Emmerich (2012), A Meta-Genetic Algorithm for Solving the Capacitated Vehicle Routing Problem. In: IEEE Congress on Evolutionary Computation 2012.. 1-8. 'refereed' congresbijdrage
Michael T. M.Emmerich, Deutz A.H., Kruisselbrink J.W. & Reehuis E. (2012), Evolutionary Approximation of Level Sets. In: EVOLVE 2012, A bridge between probability, set-oriented numerics, and evolutionary computation.. 'refereed' congresbijdrage
Zaeferer M., Bartz-Beielstein T., Naujoks B., Wagner T & Michael T. M.Emmerich (2012), Model-assisted Multi-criteria Tuning of an Event Detection Software under Limited Budgets, Schriftenreihe CIplus 10. 'refereed' artikel in een tijdschrift
Horst Eelke van der, Marques-Gallego P., Mulder-Krieger Thea, Veldhoven J.P.D. van, Kruisselbrink J.W., Aleman A., Michael T. M.Emmerich, Brussee J., Bender Andreas & IJzerman A.P. (2012), Multi-Objective Evolutionary Design of Adenosine Receptor Ligands, Journal of Chemical Information and Modeling 52(7): 1713-1721. 'refereed' artikel in een tijdschrift
Etemaadi R.,Michael T. M.Emmerich & Chaudron M.R.V. (2012), Problem-specific Search Operators for Metaheuristic Software Architecture Design. In: Proceedings of Search Based Software Engineering - 4th International Symposium, SSBSE 2012.: Springer. 267-272. 'refereed' congresbijdrage
Custodio A.L.,Michael T. M.Emmerich & Madeira J.F.A. (2012), Recent Developments in Derivative-Free Multiobjective Optimisation, Computational Technology Reviews 5: 1-30. 'refereed' artikel in een tijdschrift
Fonseca C.M., Yevseyeva I. & Michael T. M.Emmerich (2012), Risk and return in evolutionary multiobjective optimization. In: Dagstuhl Seminar on Learning in Multiobjective Optimization.. 'refereed' congresbijdrage
Hopfe C., Michael T. M.Emmerich, Marijt R. & Hensen J. (2012), Robust multi-criteria design optimization in building design. In: BSO12, Proceedings of the 1st IBPSA-England Conference Building Simulation and Optimization.: International Building Performance Simulation Association. 118-125. 'refereed' congresbijdrage
Michael T. M.Emmerich, Deutz A.H. & Kruisselbrink J.W. (2012), The Cone-Based Hypervolume Indicator: Definition, Computation and Interpretation: LIACS, Universiteit Leiden. rapport
Sanchez-Faddeev H., Michael T. M.Emmerich, Verbeek F.J., Henry A.H., Grimshaw S., Spaink H.P., Vlijmen H.W.T. van & Bender A. (2012), Using Multiobjective Optimization and Energy Minimization to Design an Isoform-Selective Ligand of the 14-3-3 Protein. In: Margaria T., Steffen B. (red.) Leveraging Applications of Formal Methods, Verification and Validation. Applications and Case Studies (ISoLA 2012).: Springer. 12-24. 'refereed' congresbijdrage
Bürklen S., Deb K., Michael T. M.Emmerich, Kuefer K., Naujoks B., Ng A.H.C., Oyama A., Poles S., Ulrich T. & Witting K. (2012), What and how can we learn from Pareto fronts and sets? Working Group Pareto Sense. In: Proceedings Dagstuhl Seminar on Learning in Multiobjective Optimization.. 81-81. 'refereed' congresbijdrage
Li Rui, Michael T. M.Emmerich, Eggermont J., Bäck T.H.W., Schütz M., Dijkstra J. & Reiber J.H.C. (2012), Mixed Integer Evolution Strategies for Parameter Optimization, Evolutionary Computation Journal : 1-38. 'refereed' artikel in een tijdschrift
Kruisselbrink J.W., Michael T. M.Emmerich & Bäck T.H.W. (2011), An Archive Maintenance Scheme for Finding Robust Solutions. In: Parallel Problem Solving from Nature (PPSN XI).: Springer. 214-223. 'refereed' congresbijdrage
Li Rui, Etemaadi R., Michael T. M.Emmerich & Chaudron M.R.V. (2011), An evolutionary multiobjective optimization approach to component-based software architecture design. In: Proceedings IEEE Congress on Evolutionary Computation (CEC 2011).: IEEE. 432-439. 'refereed' congresbijdrage
Li Rui, Etemaadi R., Michael T. M.Emmerich & Chaudron M.R.V. (2011), Automated Design of Software Architectures for Embedded Systems using Evolutionary Multiobjective Optimization. In: Proceedings Workshop on Applied Combinatorial Optimization.. 'refereed' congresbijdrage
Michael T. M.Emmerich & Fonseca C.M. (2011), Computing hypervolume contributions in low dimensions: asymptotically optimal algorithm and complexity results. In: EMO'11: Proceedings of the 6th international conference on Evolutionary multi-criterion optimization.: Springer. 121-135. 'refereed' congresbijdrage
Kruisselbrink J.W., Michael T. M.Emmerich, Deutz A.H. & Bäck T.H.W. (2011), Exploiting Overlap When Searching for Robust Optima. In: Parallel Problem Solving from Nature (PPSN XI).: Springer. 63-72. 'refereed' congresbijdrage
Michael T. M.Emmerich, Deutz A.H. & Klinkenberg J.W. (2011), Hypervolume-based expected improvement: Monotonicity properties and exact computation. In: Proceedings of IEEE Congress on Evolutionary Computation (CEC 2011).: IEEE. 2147-2154. 'refereed' congresbijdrage
Li Rui, Michael T. M.Emmerich, Eggermont J., Bäck T.H.W., Dijkstra J., Reiber H. & Schuetz M. (2011), Mixed Integer Evolution Strategies for Parameter Optimization, Evolutionary Computation Journal . 'refereed' artikel in een tijdschrift
Reehuis E., Kruisselbrink J.W., Deutz A.H., Bäck T.H.W. & Michael T. M.Emmerich (2011), Multiobjective optimization of water distribution networks using SMS-EMOA. In: Proceedings Evolutionary and Deterministic Methods for Design, Optimization and Control.: CIMNE. 269-279. 'refereed' congresbijdrage
Wagner T, Michael T. M.Emmerich, Deutz A.H. & Ponweiser W. (2011), On Expected-Improvement Criteria for Model-based Multi-objective Optimization. In: Parallel Problem Solving from Nature (PPSN XI).: Springer. 718-727. 'refereed' congresbijdrage
Michael T. M.Emmerich, Deutz A.H. & Kruisselbrink J.W. (2011), On Quality Indicators for Finite Level-Set Representations. In: EVOLVE 2011 A bridge between Probability, Set Oriented Numerics and Evolutionary Computation.. 'refereed' congresbijdrage
Sella L., Michael T. M.Emmerich & Hille S.C. (2011), Simulations of Signaling Networks in B. Subtilis. In: Proceedings 8th European Conference on Mathematical and Theoretical Biology and Annual Meeting of the Society for Mathematical Biology.. 'refereed' congresbijdrage
Kruisselbrink J.W., Reehuis E., Deutz A.H., Bäck T.H.W. & Michael T. M.Emmerich (2011), Using the uncertainty handling CMA-ES for finding robust optima. In: Proceedings of the 13th annual conference on Genetic and evolutionary computation.: ACM. 877-884. 'refereed' congresbijdrage
Shir O.M., Michael T. M.Emmerich & Bäck T.H.W. (2010), Adaptive niche radii and niche shapes approaches for niching with the cma-es, Evolutionary Computation Journal 18(1): 97-126. 'refereed' artikel in een tijdschrift
Kruisselbrink J.W., Michael T. M.Emmerich & Bäck T.H.W. (2010), An Archive Based Method for Applying Evolutionary Algorithms to Find Robust Optima: Universiteit Leiden. rapport
Kruisselbrink J.W., Michael T. M.Emmerich & Bäck T.H.W. (2010), An Archive Maintenace Scheme for Finding Robust Solutions. In: Parallel Problem Solving from Nature (PPSN XI).: Springer. 214-223. 'refereed' congresbijdrage
Horst E. van der, Peironcely Julio E., IJzerman A.P., Beukers M.W., Lane J.R., Vlijmen H. van, M.T.M. Emmerich, Okuno Yasushi & Bender A. (2010), A novel chemogenomics analysis of G protein-coupled receptors (GPCRs) and their ligands: a potential strategy for receptor de-orphanization, BMC bioinformatics 11: 316. 'refereed' artikel in een tijdschrift
Klinkenberg J.W., Michael T. M.Emmerich, Deutz A.H., Shir O.M. & Bäck T.H.W. (2010), A Reduced-Cost SMS-EMOA Using Kriging, Self-Adaptation, and Parallelization. In: Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems.: Springer-Verlag. boekdeel
Kuijl A. v.d., Michael T. M.Emmerich & Li Rui (2010), A robust multi-objective resource allocation scheme incorporating uncertainty and service differentiation, Concurrency and Computation: Practice and Experience 22(3): 314-328. 'refereed' artikel in een tijdschrift
Kruisselbrink J.W., Michael T. M.Emmerich, Deutz A.H. & Bäck T.H.W. (2010), A Robust Optimization Approach using Kriging Metamodels for Robustness Approximation in the CMA-ES. In: IEEE Congress on Evolutionary Computation (CEC 2010).: IEEE. 1-8. 'refereed' congresbijdrage
Doddareddy M.R., Westen G.J.P. van, Horst E. van der, Peironcely J.E., Corthals F., IJzerman A.P., Emmerich M.T.M., Jenkins J.L. & Bender A. (2010), Chemogenomics: Looking at biology through the lens of chemistry, Statistical Analysis and Data Mining 2(3): 149-160. 'refereed' artikel in een tijdschrift
Eelke H. van der, Kruisselbrink J.W., Aleman A., Emmerich M.T.M., Bender A. & IJzerman A.P. (2010), Evolutionary Design of Selective Adenosine Receptor Ligands [poster], Journal of Cheminformatics 2: 1-1. 'refereed' artikel in een tijdschrift
Michael T. M.Emmerich, Deutz A.H., Li R. & Kruisselbrink J.W. (2010), Getting lost or getting trapped: on the effect of moves to incomparable points in multiobjective hillclimbing. In: GECCO (Companion).. 1963-1966. 'refereed' congresbijdrage
Michael T. M.Emmerich, Bäck T.H.W. & Li R. (2010), Improving Medical Image Analysis by Optimization, Eureka magazine : 8-11. overig
Michael T. M.Emmerich & Deutz A.H. (2010), Variance Monotonicity of the Expected Improvement of the 2D Hypervolume in Pareto Optimization. Leiden: Universiteit Leiden. rapport
Doddareddy M.R., Westen G.J.P. van, Horst E. van der, Peironcely Miguel J.E., Corthals F., IJzerman A.P., Emmerich M.T.M., Jenkins J.L. & Bender A. (2009), Chemogenomics: Looking at biology through the lens of chemistry, Statistical Analysis and Data Mining 2(3): 149-160. 'refereed' artikel in een tijdschrift
Michael T. M.Emmerich, Li B.V.Y., Bender Andreas, Faddiev E., Kruisselbrink J.W., Deutz A.H., Horst Eelke van der, IJzerman Adriaan P. & Bäck T.H.W. (2009), Analyzing Molecular Landscapes using Random walks and Information Theory [poster], Chemistry Central Journal 3(Suppl. 1). 'refereed' artikel in een tijdschrift
Kruisselbrink J.W., Emmerich M.T.M., Bäck T.H.W., Bender A., IJzerman A.P. & Horst E. van der (2009), Combining Aggregation with Pareto Optimization: A Case Study in Evolutionary Molecular Design. In: Ehrgott M., Fonseca C.M., Gandibleux X., Hao J.K., Sevaux M. (red.) Evolutionary Multi-Criterion Optimization. EMO 2009. nr. LNCS 5467 Berlin / Heidelberg: Springer. 453-467. 'refereed' congresbijdrage
Shir O.M., Preuss M., Naujoks B. & Michael T. M.Emmerich (2009), Enhancing decision space diversity in evolutionary multiobjective algorithms. In: Evolutionary Multi-Criterion Optimization, 5th International Conference, EMO 2009.: Springer. 95-109. 'refereed' congresbijdrage
Kruisselbrink J.W., Aleman A., Michael T. M.Emmerich, IJzerman A.P., Bender A., Bäck T.H.W. & Horst E. van der (2009), Enhancing search space diversity in multi-objective evolutionary drug molecule design using niching. In: Proceedings of the 11th Annual conference on Genetic and Evolutionary Computation (GECCO). New York: ACM. 217-224. 'refereed' congresbijdrage
Chen J, Michael T. M.Emmerich, Li R., Kok J.N. & Bäck T.H.W. (2009), How to Do Recombination in Evolution Strategies: An Empirical Study. In: Third International Work conference on the Interplay between Natural and Artificial Computation.. 223-232. 'refereed' congresbijdrage
Kruisselbrink J.W., Michael T. M.Emmerich & Bäck T.H.W. (2009), On the limitations of adaptive resampling in using the student's t-test evolution strategies. In: Proceedings of the 11th Annual conference on Genetic and Evolutionary Computation (GECCO). New York: ACM. 2649-2656. 'refereed' congresbijdrage
Li R., Michael T. M.Emmerich, Eggermont J., Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J & Reiber H. (2009), Optimizing a medical image analysis system using mixed-integer evolution strategies. In: S. Cagnoni et al (red.) Evolutionary Image Analysis and Signal Processing.: Springer. boekdeel
Li R., Michael T. M.Emmerich, Eggermont J., Dijkstra J & Reiber J.H.C. (2009), Radial Basis Function Network Models for metamodeling and Optimization in Mixed-Integer Spaces. Enschede: the University of twente. [overig] overig
Michael T. M.Emmerich, Li B.V.Y., Bender A., Faddiev E., Kruisselbrink J.W., Deutz A.H., Horst E. van der, IJzerman A.P. & Bäck T.H.W. (2008), Analysing Molecular Landscapes Using Random Walks and Information Theory. In: German Conference on Chemoinformatics. Goslar. 73. 'refereed' congresbijdrage
Michael T. M.Emmerich, Hopfe C., Marijt R., Hensen J. & Struck C. (2008), Evaluating Optimization Methodologies for Future Integration in Building Performance Tools. In: Ian Parmee (red.) ACDM 2008.. 'refereed' congresbijdrage
Kuijl A. v.d., Michael T. M.Emmerich & Li Rui (2008), A novel multi-objective optimization scheme for grid resource allocation. In: MGC 2008.. 7. 'refereed' congresbijdrage
Kuijl A. v.d., Li Rui & Michael T. M.Emmerich (2008), A novel multi-objective optimization scheme for grid ressource allocation. In: 6th International Workshop on Middleware for Grid Computing - MGC 2008.. 'refereed' congresbijdrage
Klinkenberg W., Michael T. M.Emmerich, Deutz A.H., Shir O.M. & Bäck T.H.W. (2008), A Reduced-Cost SMS-EMOA using Kriging, Self-Adaptation, and Parallelization. In: M. Ehrgott et al (red.) Conference on Multicriteria Decision Making 2008.. 'refereed' congresbijdrage
Michael T. M.Emmerich, Kruisselbrink J.W., Horst E. van der, IJzerman A.P., Bender A. & Bäck T.H.W. (2008), Combined Interactive and Automated Adaptive Search for Molecular Design. In: Proceedings of Adaptive Computing in Design and Manufacture 2008.: IPCC. 'refereed' congresbijdrage
Klinkenberg J.W., Michael T. M.Emmerich & Deutz A.H. (2008), Expected improvement of the S-metric for finite Pareto front approximations. In: Conference on Multicriteria Decision Making 2008.: M. Ehrgott et al. 'refereed' congresbijdrage
Li R., Michael T. M.Emmerich, Eggermont J., Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2008), Metamodel-Assisted Mixed Integer Evolution Strategies and their Application to Intravascular Ultrasound Image Analysis. In: Proceedings of IEEE CEC. Hong Kong. 2764-2771. 'refereed' congresbijdrage
Michael T. M.Emmerich, Li R., Zhang A., Flesch I. & Lucas P. (2008), Mixed-Integer Bayesian Optimization Utilizing A-Priori Knowledge on Parameter Dependences. In: 20th Belgian-Netherlands Conference on Artificial Intelligence (BNAIC). Enschede. 'refereed' congresbijdrage
Li R., Eggermont J., Shir O.M., Michael T. M.Emmerich, Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2008), Mixed-Integer Evolution Strategies with Dynamic Niching. In: Günter Rudolph, Thomas Jansen, Simon M. Lucas, Carlo Poloni, Nicola Beume (red.) PPSN.: Springer. 246-255. 'refereed' congresbijdrage
Eggermont J., Li R., Bovenkamp E.G.P., Marquering H.A., Michael T. M.Emmerich, Lugt A. van der, Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2008), Optimizing Computed Tomographic Angiography Image Segmentation Using Fitness Based Partitioning. In: Applications of Evolutionary Computing. Heidelberg: Springer Berlin / Heidelberg. 275-284. boekdeel
Michael T. M.Emmerich, Deutz A.H. & Klinkenberg J.W. (2008), The computation of the expected improvement in dominated hypervolume of Pareto front approximations. Leiden: Universiteit Leiden. rapport
Urselmann M., Michael T. M.Emmerich, Till J., Sand G. & Engell S. (2007), Design of problem-specific evolutionary algorithm/mixed-integer programming hybrids: two-stage stochastic integer programming applied to chemical batch scheduling, Engineering Optimization 39(5): 529-549. 'refereed' artikel in een tijdschrift
Michael T. M.Emmerich, Deutz A.H. & Beume N. (2007), Gradient-Based/Evolutionary Relay Hybrid for Computing Pareto Front Approximations Maximizing the S-Metric, Hybrid Metaheuristics : 140-156. 'refereed' artikel in een tijdschrift
Shir O.M., Michael T. M.Emmerich & Bäck T.H.W. (2007), Self-Adaptive Niching CMA-ES with Mahalanobis Metric. In: proceedings of IEEE Congress on Evolutionary Computation.: Research Publishing Services. 'refereed' congresbijdrage
Michael T. M.Emmerich & Deutz A.H. (2007), Test Problems based on Lame Superspheres. In: Evolutionary Multiobjective Optimization 2007 (EMO2007).: Springer. 922-936. 'refereed' congresbijdrage
Shir O.M., Michael T. M.Emmerich, Bäck T.H.W. & Vrakking M.J.J. (2007), The Application of Evolutionary Multi-Criteria Optimization to Dynamic Molecular Alignment. In: proceedings of IEEE Congress on Evolutionary Computation.: Research Publishing Services. 'refereed' congresbijdrage
Li R., Eggermont J., Michael T. M.Emmerich, Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2007), Towards Dynamic Fitness Based Partitioning for IntraVascular UltraSound Image Analysis. In: EvoWorkshops 2007.. 391-398. 'refereed' congresbijdrage
Eggermont J., Bovenkamp E.G.P., Li R., Michael T. M.Emmerich, Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2006), Extending nk landscapes to the mixed-integer domain. In: 18th Belgium-Netherlands Conference on Artificial Intelligence.. 'refereed' congresbijdrage
Michael T. M.Emmerich, Li R., Eggermont J., Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2006), Optimizing Parameters of Coronary Vessel Image Analysis using Evolution Strategies. In: 18th Belgium-Netherlands Conference on Artificial Intelligence.. 'refereed' congresbijdrage
Michael T. M.Emmerich & Deutz A.H. (2006), A family of test problems with pareto-fronts of variable curvature based on super-spheres. In: MCDM 2006.. 'refereed' congresbijdrage
Michael T. M.Emmerich, Shir O.M. & Bäck T.H.W. (2006), Multi-criteria optimization in laser pulse shaping using evolutionary algorithms and kriging metamodels. In: MCDM 2006.. 'refereed' congresbijdrage
Jakumeit J., Michael T. M.Emmerich & Hediger F. (2006), Inverse modeling and numerical optimization of heater temperatures in a bridgman process. In: Modeling of Casting, Welding and Advanced Solidification Processes XI.. 'refereed' congresbijdrage
Li Rui, Michael T. M.Emmerich, Bovenkamp E.G.P., Eggermont J., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2006), Mixed-Integer Evolution Strategies and Their Application to Intravascular Ultrasound Image Analysis. In: F. Rothlauf et al (red.) 8th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing (EvoIASP).: Springer Verlag. 415-426. 'refereed' congresbijdrage
Michael T. M.Emmerich, Hundemer J., Varcol M.C., Naujoks B. & Abdel-Maksoud M. (2006), Design optimization of ship propellers by means of advanced metamodel-assisted evolution strategies. In: International Conference on Design Optimization.. 'refereed' congresbijdrage
Michael T. M.Emmerich, Urselmann M., Till J., Sand G. & Engell S. (2006), Hybrid ea/mip method for solving two-stage stochastic programming problems in chemical batch scheduling. In: 7th International Conference on Adaptive Computing in Design and Manufacture.. 'refereed' congresbijdrage
Li Rui, Michael T. M.Emmerich, Eggermont J., Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2006), Mixed-Integer NK Landscapes. Parallel Problem Solving from Nature. In: PPSN.. 42-51. 'refereed' congresbijdrage
Li R., Michael T. M.Emmerich, Eggermont J., Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2006), Mixed-Integer Optimization of Coronary Vessel Image Analysis using Evolution Strategies. In: In M. Keijzer et al (red.) 8th annual conference on Genetic and evolutionary computation.. 1645-1652. 'refereed' congresbijdrage
Breukelaar R., Michael T. M.Emmerich & Bäck T.H.W. (2006), On interactive evolution strategies. In: Applications of Evolutionary Computing. Berlin / Heidelberg: Springer. 530-541. boekdeel
Li R., Michael T. M.Emmerich, Bäck T.H.W., Bovenkamp E.G.P., Eggermont J., Dijkstra J. & Reiber J.H.C. (2006), Optimizing Parameters of Intravascular Ultrasound Image Analysis Systems using Mixed-Integer Evolution Strategies. In: Adaptive Computing in Design and Manufacture (ACDM).: IP-CC Press. 283-284. 'refereed' congresbijdrage
Michael T. M.Emmerich (2006), Sms-emoa: Multiobjective selection based on dominated hypervolume, European Journal of Operational Research . 'refereed' artikel in een tijdschrift
Till J., Sand G., Engell S., Michael T. M.Emmerich & Schönemann L. (2005), A hybrid algorithm for solving two-stage stochasticinteger problems by combining evolutionary algorithms and mathematical programming methods. In: Puigjaner L. (red.) Proceedings European Symposium Computer Aided Process Engineering (ESCAPE-15). Computer-aided Chemical Engineering Amsterdam: Elsevier. 187-192. 'refereed' congresbijdrage
Michael T. M.Emmerich, Beume N. & Naujoks B. (2005), An EMO algorithm using the hypervolume measure as selection criterion. In: Coello Coello C.A., Hernández Aguirre A., Zitzler E. (red.) Proceedings Evolutionary Multi-Criterion Optimization: Third Int'l Conference (EMO 2005). Berlin: Springer-verlag. 62-76. 'refereed' congresbijdrage
Preuss M., Schönemann L. & Michael T. M.Emmerich (2005), Counteracting Genetic Drift and Disruptive Recombination in (mu + lambda)-EA on Multimodal Fitness Landscapes. In: Beyer H.-G., O'Reilly U.-M. (red.) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2005).: ACM. 865-872. 'refereed' congresbijdrage
Jakumeit J. & Michael T. M.Emmerich (2005), Inverse modelling and numerical optimization of heater temperatures in a Bridgman process. In: Proceedings of MCWASP Conference Modeling of Casting, Welding and Advanced Solidification Processes XI 2005. 2005. 'refereed' congresbijdrage
Naujoks B., Beume N. & Michael T. M.Emmerich (2005), Metamodel-assisted SMS-EMOA applied to airfoil optimization tasks. In: Proceedings Evolutionary and Deterministic Methods for Design Optimisation and Control with Applications to Industrial and Societal Problems (EUROGEN'05).. 'refereed' congresbijdrage
Naujoks B., Beume N. & Michael T. M.Emmerich (2005), Multi-objective optimisation using S-metric selection: Application to three-dimensional solution spaces. In: McKay B., et al. (red.) Proceedings 2005 Congress on Evolutionary Computation (CEC'05). Piscataway NJ: IEEE Press. 1282-1289. 'refereed' congresbijdrage
Bäck T.H.W. & Michael T. M.Emmerich (2002), Evolution Strategies for Optimisation in Engineering Applications. In: Mang, H.A., Rammerstorfer, F.G., Eberhardsteiner, J. (red.) Proceedings Fifth World Congress on Computational Mechanics.. 'refereed' congresbijdrage
Michael T. M.Emmerich, Giotis A., Özdemir M., Bäck T.H.W. & Giannakoglu K. (2002), Metamodel-Assisted Evolution Strategies. In: Merelo Guervos, J.J., Adamidis, P., Beyer, H.G., Fernandez-Villacanas, J.L., Schwefel, H.P. (red.) Proc. of the Seventh International Conference on Parallel Problem Solving from Nature. Berlin: Springer. 361-370. 'refereed' congresbijdrage

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